M.Sc. Johannes Teutsch
Technische Universität München
Postadresse
Postal:
Theresienstr. 90
80333 München
Dienstort
Lehrstuhl für Steuerungs- und Regelungstechnik (Prof. Buss)
Work:
Theresienstr. 90(0105)/II
80333 München
- Tel.: +49 (89) 289 - 23404
- Raum: 0105.02.507
- johannes.teutsch@tum.de
Research Interests
- Data-Driven & Learning-Based Control
- Robust & Stochastic Model Predictive Control (MPC)
Data-driven Stochastic MPC
Successfully implementing MPC schemes heavily relies on the accuracy of the underlying system model, which can be difficult to identify in general. We study the integration of direct data-driven control concepts into Stochastic MPC frameworks for the efficient control of unknown systems in uncertain environments. The control of power grids, building climate, and quadrocopter are a few potential fields of application of the proposed controller.
Short Biography
| Since11/2021 | Research Associate / PhD Candidate Chair of Automatic Control Engineering Technical University Munich (TUM) |
| 10/2019 – 10/2021 | Master of Science, Electrical Engineering and Information Technology Focus: Control Theory, Automation, Machine Learning Technical University Munich (TUM) |
| 10/2016 – 07/2019 | Bachelor of Science, Electrical Engineering and Information Technology Focus: Control Theory, Circuit Theory Technical University Munich (TUM) |